The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 560 562 644
Rank change year-on-year
+2 +82
Permanent jobs citing Predictive Analytics 74 105 62
As % of all permanent IT jobs located in London 0.19% 0.23% 0.12%
As % of the Processes & Methodologies category 0.21% 0.27% 0.14%
Number of salaries quoted 61 71 40
Median salary £55,000 £52,500 £78,750
Median salary % change year-on-year
+4.76% -33.33%
90% offered a salary of more than £40,000 £36,000 £34,500
10% offered a salary of more than £85,000 £80,000 £87,750
UK excluding London median salary £57,500 £40,000 £45,000
% change year-on-year
+43.75% -11.11%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35331 39259 43836
As % of all permanent IT jobs located in London 89.62% 87.74% 87.30%
Number of salaries quoted 30624 32947 36352
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 26 June 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 26 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +53 15 £66,250 +20.45%
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 26 June 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 164 (100.00%) Analytics
2 86 (52.44%) Big Data
3 83 (50.61%) Machine Learning
3 83 (50.61%) SQL
4 67 (40.85%) R
5 63 (38.41%) Python
6 59 (35.98%) Finance
7 55 (33.54%) Business Intelligence
8 54 (32.93%) Degree
9 53 (32.32%) Hadoop
10 52 (31.71%) Java
11 43 (26.22%) Algorithms
12 42 (25.61%) Computer Science
13 41 (25.00%) Agile Software Development
14 40 (24.39%) Statistics
15 39 (23.78%) Mathematics
16 38 (23.17%) Analytical Skills
17 35 (21.34%) SQL Server
17 35 (21.34%) Microsoft
18 34 (20.73%) Data Warehouse
19 33 (20.12%) Visualisation
19 33 (20.12%) Apache Spark
20 31 (18.90%) SAS
20 31 (18.90%) Oracle
21 29 (17.68%) Presales
21 29 (17.68%) Predictive Modelling
22 28 (17.07%) Data Mining
23 26 (15.85%) SQL Server Integration Services
23 26 (15.85%) Performance Management
24 25 (15.24%) PhD

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 33 (20.12%) Apache Spark
2 31 (18.90%) SAS
3 10 (6.10%) SharePoint
4 9 (5.49%) Apache Pig
5 8 (4.88%) Apache
6 5 (3.05%) Elasticsearch
7 3 (1.83%) Apache Solr
7 3 (1.83%) Oracle SOA Suite
8 1 (0.61%) CMS
8 1 (0.61%) DNN
8 1 (0.61%) NetWeaver
8 1 (0.61%) NServiceBus
Applications
1 12 (7.32%) MS Excel
2 8 (4.88%) MS PowerPoint
3 7 (4.27%) S-PLUS
4 5 (3.05%) Weka
5 4 (2.44%) SPSS
Business Applications
1 2 (1.22%) Oracle BPM
2 1 (0.61%) SAP BPC
Cloud Services
1 19 (11.59%) Microsoft Azure
2 9 (5.49%) Amazon AWS
3 6 (3.66%) Azure Machine Learning
3 6 (3.66%) PaaS
4 2 (1.22%) GitHub
4 2 (1.22%) IaaS
4 2 (1.22%) SaaS
5 1 (0.61%) Amazon EC2
5 1 (0.61%) Amazon EMR
5 1 (0.61%) Amazon S3
Communications & Networking
1 7 (4.27%) WebEx
2 4 (2.44%) Internet
3 2 (1.22%) DNS
3 2 (1.22%) Firewall
3 2 (1.22%) Wireless
4 1 (0.61%) FTP
4 1 (0.61%) SMTP
Database & Business Intelligence
1 86 (52.44%) Big Data
2 53 (32.32%) Hadoop
3 35 (21.34%) SQL Server
4 34 (20.73%) Data Warehouse
5 28 (17.07%) Data Mining
6 26 (15.85%) SQL Server Integration Services
7 22 (13.41%) SQL Server Reporting Services
8 20 (12.20%) NoSQL
8 20 (12.20%) Power BI
9 18 (10.98%) MySQL
10 17 (10.37%) HDInsight
11 16 (9.76%) Apache Hive
11 16 (9.76%) MongoDB
11 16 (9.76%) SQL Server Analysis Services
12 13 (7.93%) Relational Database
13 12 (7.32%) QlikView
13 12 (7.32%) SQL Server 2014
14 8 (4.88%) Apache Cassandra
15 6 (3.66%) Neo4j
15 6 (3.66%) Text Mining
Development Applications
1 3 (1.83%) IntelliJ
1 3 (1.83%) JIRA
1 3 (1.83%) JUnit
1 3 (1.83%) Maven
2 2 (1.22%) Cucumber
2 2 (1.22%) Jenkins
2 2 (1.22%) Selenium
2 2 (1.22%) SpecFlow
2 2 (1.22%) Visual Studio
2 2 (1.22%) Visual Studio Tools for Office
3 1 (0.61%) Hudson
3 1 (0.61%) ProC
3 1 (0.61%) Ranorex
3 1 (0.61%) SQL Server Management Studio (SSMS)
3 1 (0.61%) Subversion
3 1 (0.61%) TeamCity
General
1 59 (35.98%) Finance
2 17 (10.37%) Marketing
3 14 (8.54%) Banking
4 11 (6.71%) Retail
5 4 (2.44%) Games
5 4 (2.44%) Law
6 2 (1.22%) Aerospace
6 2 (1.22%) Automotive
6 2 (1.22%) Legal
6 2 (1.22%) Telecoms
7 1 (0.61%) Billing
7 1 (0.61%) Danish Language
7 1 (0.61%) German Language
7 1 (0.61%) Investment Banking
7 1 (0.61%) Norwegian Language
7 1 (0.61%) Swedish Language
Job Titles
1 34 (20.73%) Data Scientist
2 30 (18.29%) Consultant
3 20 (12.20%) Analyst
4 15 (9.15%) Architect
5 12 (7.32%) Microsoft Consultant
5 12 (7.32%) Senior Data Scientist
6 11 (6.71%) Data Architect
6 11 (6.71%) Data Engineer
7 10 (6.10%) Business Consultant
7 10 (6.10%) Business Intelligence Consultant
7 10 (6.10%) Business Intelligence Manager
7 10 (6.10%) Microsoft BI Consultant
8 8 (4.88%) Data Analyst
8 8 (4.88%) SQL Analyst
8 8 (4.88%) SQL Data Analyst
9 7 (4.27%) Data Consultant
9 7 (4.27%) Java Consultant
9 7 (4.27%) Presales Consultant
10 6 (3.66%) Developer
10 6 (3.66%) SAS Analyst
Libraries, Frameworks & Software Standards
1 20 (12.20%) .NET
2 16 (9.76%) Natural Language Processing
3 13 (7.93%) D3.js
4 11 (6.71%) HTML
5 10 (6.10%) HTML5
5 10 (6.10%) Kafka
6 8 (4.88%) .NET Framework
7 6 (3.66%) Hibernate
7 6 (3.66%) MDX
7 6 (3.66%) Spring
8 4 (2.44%) CSS
8 4 (2.44%) J2EE
8 4 (2.44%) REST
8 4 (2.44%) Web Services
9 3 (1.83%) AngularJS
9 3 (1.83%) Cascading
9 3 (1.83%) Cascalog
9 3 (1.83%) JDBC
9 3 (1.83%) MLlib
9 3 (1.83%) RHadoop
Miscellaneous
1 43 (26.22%) Algorithms
2 42 (25.61%) Computer Science
3 40 (24.39%) Statistics
4 39 (23.78%) Mathematics
5 38 (23.17%) Analytical Skills
6 33 (20.12%) Visualisation
7 24 (14.63%) Neural Network
8 23 (14.02%) Fintech
9 12 (7.32%) Artificial Intelligence
10 10 (6.10%) Mobile App
11 9 (5.49%) Economics
12 8 (4.88%) Digital Media
13 7 (4.27%) Physics
14 6 (3.66%) Credit Risk
14 6 (3.66%) PMI
15 5 (3.05%) Data Integration
15 5 (3.05%) Data Structures
16 4 (2.44%) Applied Mathematics
17 3 (1.83%) Clustering
17 3 (1.83%) Management Information System
Operating Systems
1 11 (6.71%) Linux
2 6 (3.66%) Windows
3 4 (2.44%) Unix
4 2 (1.22%) Mac OS X
4 2 (1.22%) Windows 7
4 2 (1.22%) Windows 8
4 2 (1.22%) Windows Server
4 2 (1.22%) Windows Server 2012
Processes & Methodologies
1 164 (100.00%) Analytics
2 83 (50.61%) Machine Learning
3 55 (33.54%) Business Intelligence
4 41 (25.00%) Agile Software Development
5 29 (17.68%) Predictive Modelling
5 29 (17.68%) Presales
6 26 (15.85%) Performance Management
7 21 (12.80%) Data Management
7 21 (12.80%) Data Modelling
8 20 (12.20%) ETL
9 19 (11.59%) Data Analytics
9 19 (11.59%) Scrum
10 15 (9.15%) Information Management
10 15 (9.15%) Operations Research
11 14 (8.54%) Open Source
11 14 (8.54%) Waterfall
12 13 (7.93%) Data Analysis
12 13 (7.93%) Software Engineering
13 12 (7.32%) Data Visualisation
13 12 (7.32%) Project Planning
Programming Languages
1 83 (50.61%) SQL
2 67 (40.85%) R
3 63 (38.41%) Python
4 52 (31.71%) Java
5 22 (13.41%) Scala
6 21 (12.80%) MATLAB
7 17 (10.37%) C#
8 16 (9.76%) JavaScript
9 11 (6.71%) C
10 8 (4.88%) C++
11 7 (4.27%) T-SQL
12 6 (3.66%) VBA
13 5 (3.05%) Ruby
14 4 (2.44%) HiveQL
14 4 (2.44%) Perl
15 3 (1.83%) PL/SQL
16 2 (1.22%) Julia
17 1 (0.61%) ABAP
17 1 (0.61%) VB.NET
Qualifications
1 54 (32.93%) Degree
2 25 (15.24%) PhD
3 8 (4.88%) Microsoft Certification
4 6 (3.66%) PMI Certification
4 6 (3.66%) PMP
5 2 (1.22%) SC Cleared
5 2 (1.22%) Security Cleared
6 1 (0.61%) CIMA
6 1 (0.61%) ISTQB
6 1 (0.61%) MBA
Quality Assurance & Compliance
1 5 (3.05%) Data Quality
2 3 (1.83%) QA
System Software
1 5 (3.05%) Docker
2 2 (1.22%) Virtual Machines
2 2 (1.22%) VMware Infrastructure
3 1 (0.61%) Apache Flume
Systems Management
1 2 (1.22%) Puppet
Vendors
1 35 (21.34%) Microsoft
2 31 (18.90%) Oracle
3 21 (12.80%) Tableau
4 9 (5.49%) SAP
5 7 (4.27%) Actian
5 7 (4.27%) RapidMiner
6 6 (3.66%) TOWER Software
7 5 (3.05%) IBM
8 4 (2.44%) Facebook
8 4 (2.44%) Google
8 4 (2.44%) Informatica
9 3 (1.83%) Alteryx
9 3 (1.83%) MicroStrategy
9 3 (1.83%) Sybase
10 2 (1.22%) Cloudera
10 2 (1.22%) MuleSoft
10 2 (1.22%) VMware
11 1 (0.61%) Greenplum
11 1 (0.61%) Hortonworks
London
Computer Futures
Salary: £65000 - £70000 per annum + Double OTE
Posted: 3 days ago
London
Computer Futures
Salary: £100000 - £120000 per annum + Double OTE
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £80000 - £120000 per annum + benefits
Posted: 5 days ago
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 2 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + Double OTE
Posted: 4 days ago
London
Computer Futures
Salary: £55000 - £60000 per annum + Double OTE
Posted: 11 days ago
London
HFG
Salary: £140000 - £190000 per annum
Posted: 9 days ago
London
Computer Futures
Salary: £45000 per annum + Double OTE
Posted: 11 days ago
London
Computer Futures
Salary: £45000 - £50000 per annum + Double OTE
Posted: 11 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 plus benefits
Posted: 6 days ago
London
Computer Futures
Salary: £55000 - £65000 per annum + Bonus, Package
Posted: 10 days ago
London
Computer Futures
Salary: £50000 - £55000 per annum + £20,000 OTE
Posted: 9 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + Double OTE
Posted: 11 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Double OTE
Posted: 18 days ago
London
Computer Futures
Salary: £40000 - £45000 per annum + Double OTE
Posted: 25 days ago
London
Computer Futures
Salary: £40000 - £45000 per annum + Double OTE
Posted: 25 days ago